Crawler Summary

clawsolver answer-first brief

Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra). --- name: clawsolver description: Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra). --- ClawSolver Setup Requires pdfplumber: Workflow 1. Extract Output is page-labeled plain Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

clawsolver is best for the workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

clawsolver

Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra). --- name: clawsolver description: Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra). --- ClawSolver Setup Requires pdfplumber: Workflow 1. Extract Output is page-labeled plain

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Corvuslatimer

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/corvuslatimer/clawsolver.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Corvuslatimer

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

3

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

pip install pdfplumber

bash

python3 scripts/extract_pdf.py <path/to/file.pdf>

text

Problem 1: [brief restatement]
Solution:
[step-by-step working]
Answer: [final answer, clearly marked]

Problem 2: ...

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra). --- name: clawsolver description: Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra). --- ClawSolver Setup Requires pdfplumber: Workflow 1. Extract Output is page-labeled plain

Full README

name: clawsolver description: Solve math problems from PDF files. Extract questions, work through them step-by-step, and present clear solutions. Use when a user uploads or provides a path to a PDF containing math problems, homework, exams, worksheets, or exercises of any level (arithmetic through calculus/linear algebra).

ClawSolver

Setup

Requires pdfplumber:

pip install pdfplumber

Workflow

1. Extract

python3 scripts/extract_pdf.py <path/to/file.pdf>

Output is page-labeled plain text. If the output is empty, the PDF is image-based — tell the user it needs to be a text/digital PDF.

2. Identify Problems

Scan the extracted text and identify each distinct problem by:

  • Numbered items (1., 2., Q1, Q2)
  • Lettered parts (a), b), i., ii.)
  • Section headers (Part A, Section 2)

Group multi-part problems together. Note page numbers if the PDF spans multiple pages.

3. Solve

Work through each problem methodically:

  • Show all steps — don't skip algebra
  • Use plain text notation by default: x^2, sqrt(x), d/dx, integral from a to b
  • Switch to LaTeX only if the user asks
  • For word problems: state what's given, what's asked, then solve
  • For proofs: state the approach before diving in
  • If a problem is ambiguous or missing information, flag it and state your assumption

4. Present

Format output as:

Problem 1: [brief restatement]
Solution:
[step-by-step working]
Answer: [final answer, clearly marked]

Problem 2: ...

Subject Coverage

Handle all standard math subjects:

  • Arithmetic / Algebra — equations, inequalities, factoring, systems
  • Geometry — area, volume, proofs, coordinate geometry
  • Trigonometry — identities, equations, unit circle
  • Calculus — limits, derivatives, integrals, series
  • Linear Algebra — matrices, determinants, eigenvalues
  • Statistics — probability, distributions, hypothesis testing
  • Discrete Math — combinatorics, logic, proofs

Edge Cases

  • Multi-page exams: Offer to solve one section at a time if the PDF is long
  • Tables / data sets: pdfplumber extracts them as text rows — re-read carefully before solving stats problems
  • Figures/diagrams: pdfplumber cannot extract images. If a problem references a diagram, ask the user to describe it
  • Scanned PDFs: Empty extraction output = image-based PDF. Tell the user and stop
  • Partial credit style: If unsure of final answer, show working clearly and flag uncertainty rather than guessing

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/snapshot"
curl -s "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/contract"
curl -s "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:28:25.275Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "the",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:the|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Corvuslatimer",
    "href": "https://github.com/corvuslatimer/clawsolver",
    "sourceUrl": "https://github.com/corvuslatimer/clawsolver",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/corvuslatimer-clawsolver/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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